The effect of stimulus strength on the speed and accuracy of a perceptual decision

Palmer, John, Huk, Alexander C., Shadlen, Michael N.·2005·Journal of Vision

Cited by (691)

Items 401–500 of 691

  1. Visual Neuroscience Methods for Marmosets: Efficient Receptive Field Mapping and Head-Free Eye Tracking
    Patrick Jendritza, Frederike J. Klein, Gustavo Rohenkohl, Pascal Fries · 2021 · eNeuro
  2. Towards the application of evidence accumulation models in the design of (semi-)autonomous driving systems – an attempt to overcome the sample size roadblock
    Dominik Bachmann, Leendert van Maanen · 2024 · International Journal of Human-Computer Studies
  3. The path to learning: Action acquisition is impaired when visual reinforcement signals must first access cortex
    Martin Thirkettle, Thomas Walton, Ashvin Shah, KEVIN N. GURNEY, Peter Redgrave, Tom Stafford · 2013 · Behavioural Brain Research
  4. An Attention-Based Diffusion Model for Psychometric Analyses
    Udo Boehm, Maarten Marsman, Han L. J. van der Maas, Gunter Maris · 2021 · Psychometrika
  5. Accumulation System: Distributed Neural Substrates of Perceptual Decision Making Revealed by fMRI Deconvolution
    Yusuke Morito, Tsutomu Murata · 2022 · Journal of Neuroscience
  6. The NMDA receptor antagonist ketamine impairs and delays context-dependent decision making in the parietal cortex
    Yuki Suda, Takanori Uka · 2022 · Communications Biology
  7. Tree Shrews as an Animal Model for Studying Perceptual Decision-Making Reveal a Critical Role of Stimulus-Independent Processes in Guiding Behavior
    Chuiwen Li, Kara M. McHaney, Per Benjamin Sederberg, Jianhua Cang · 2022 · eNeuro
  8. Inclusion Bayes factors for mixed hierarchical diffusion decision models.
    Udo Boehm, Nathan J. Evans, Quentin F. Gronau, Dóra Matzke, Eric‐Jan Wagenmakers, Andrew Heathcote · 2023 · Psychological Methods
  9. Dopamine Alters the Effect of Brain Stimulation on Decision-Making
    Li‐Ann Leow, Anjeli Marcos, Esteban Nielsen, David K. Sewell, Timothy Ballard, Paul Edmund Dux, Hannah L. Filmer · 2023 · Journal of Neuroscience
  10. A plastic corticostriatal circuit model of adaptation in perceptual decision making
    Pao-Yueh Hsiao · 2013 · Frontiers in Computational Neuroscience
  11. Probabilistic Decision Making with Spikes: From ISI Distributions to Behaviour via Information Gain
    Javier A. Caballero, Nathan F. Lepora, KEVIN N. GURNEY · 2015 · PLoS ONE
  12. Age Differences in Day-To-Day Speed-Accuracy Tradeoffs: Results from the COGITO Study
    Paolo Ghisletta, Emilie Joly-Burra, Stephen Aichele, Ulman Lindenberger, Florian Schmiedek · 2018 · Multivariate Behavioral Research
  13. Reversible Fronto-occipitotemporal Signaling Complements Task Encoding and Switching under Ambiguous Cues
    Kaho Tsumura, Keita Kosugi, Yoshiki Hattori, Ryuta Aoki, Masaki Takeda, Junichi Chikazoe, Kiyoshi Nakahara, Koji Jimura · 2021 · Cerebral Cortex
  14. Are you confident enough to act? Individual differences in action control are associated with post-decisional metacognitive bias
    Wojciech Kossut Zajkowski, Maksymilian Bielecki, Magdalena Marszał‐Wiśniewska · 2022 · PLoS ONE
  15. Perceptual insensitivity to higher-order statistical moments of coherent random dot motion
    Michael Waskom, Janeen Asfour, Roozbeh Kiani · 2018 · Journal of Vision
  16. The Prep statistic as a measure of confidence in model fitting
    F. Gregory Ashby, Jeffrey B. O’Brien · 2008 · Psychonomic Bulletin & Review
  17. The Psychology and Psychobiology of Simple Decisions: Speeded Choice and Its Neural Correlates
    David K. Sewell, Philip Leigh Smith · 2016 · Studies in neuroscience, psychology and behavioral economics
  18. Reaction Time Sensitivity to Spectrotemporal Modulations of Sound
    Lidwien C. E. Veugen, A. John Van Opstal, Marc M. van Wanrooij · 2022 · Trends in Hearing
  19. Individual Differences in Decision Strategy Relate to Neurochemical Excitability and Cortical Thickness
    Hannah L. Filmer, Kathleen Loughnan, Jennifer X. W. Seeto, Timothy Ballard, Shane E. Ehrhardt, Thomas B. Shaw, Yohan Wards, Reuben Rideaux, Li‐Ann Leow, David K. Sewell et al. · 2023 · Journal of Neuroscience
  20. Speed versus accuracy in visual search: Optimal performance and neural architecture
    Bo Chen, Pietro Perona · 2015 · Journal of Vision
  21. Altered Associations Between Task Performance and Dorsolateral Prefrontal Cortex Activation During Cognitive Control in Schizophrenia
    Jason Smucny, Timothy D. Hanks, Tyler A. Lesh, Cameron S. Carter · 2023 · Biological Psychiatry Cognitive Neuroscience and Neuroimaging
  22. Development of Symbol Discrimination Speed in Children With Normal Vision
    Annemiek D. Barsingerhorn, F. Nienke Boonstra, Jeroen Goossens · 2018 · Investigative Ophthalmology & Visual Science
  23. Decoding Adaptive Visuomotor Behavior Mediated by Non-linear Phase Coupling in Macaque Area MT
    Mohammad Bagher Khamechian, Mohammad Reza Daliri · 2020 · Frontiers in Neuroscience
  24. Visual Psychophysics in Head‐Fixed Mice
    Richard J. Krauzlis, Nick Nichols, Krsna V. Rangarajan, Kerry McAlonan, Sheridan Goldstein, Daniel Yochelson, Lupeng Wang · 2020 · Current Protocols in Neuroscience
  25. Of Rodents and Primates: Time-Variant Gain in Drift–Diffusion Decision Models
    Abdoreza Asadpour, Hui Ru Tan, Brendan Lenfesty, KongFatt Wong‐Lin · 2024 · Computational Brain & Behavior
  26. A mathematical and biological plausible model of decision-execution regulation in “Go/No-Go” tasks: Focusing on the fronto-striatal-thalamic pathway
    Golnaz Baghdadi, Farzad Towhidkhah, Reza Rostami · 2017 · Computers in Biology and Medicine
  27. FVS 2.0: A unifying framework for understanding the factors of visual-attentional processing.
    Liqiang Huang · 2021 · Psychological Review
  28. A few remarks on relating reaction time to magnocellular activity
    BERNT CHRISTIAN SKOTTUN, John Robert Skoyles · 2007 · Journal of Clinical and Experimental Neuropsychology
  29. Decision-making components and times revealed by the single-trial electro-encephalogram
    Gabriel Weindel, Jelmer P. Borst, Leendert van Maanen · 2025 · eLife
  30. Judging the difficulty of perceptual decisions
    Anne Löffler, Ariel D Zylberberg, Michael Neil Shadlen, Daniel M. Wolpert · 2023 · eLife
  31. Temporal order judgment of multisensory stimuli in rat and human
    Fatemeh Mafi, Matthew F. Tang, Mohammad Reza Afarinesh, Sadegh Ghasemian, Vahid Sheibani, Ehsan Arabzadeh · 2023 · Frontiers in Behavioral Neuroscience
  32. Assessing evidence accumulation and rule learning in humans with an online game
    Quan H Do, Yutong Li, Gary A. Kane, Joseph T. McGuire, Benjamin B. Scott · 2022 · Journal of Neurophysiology
  33. Altered Associations Between Motivated Performance and Frontostriatal Functional Connectivity During Reward Anticipation in Schizophrenia
    Jason Smucny, Timothy D. Hanks, Tyler A. Lesh, Randall C. O’Reilly, Cameron S. Carter · 2023 · Schizophrenia Bulletin
  34. Location and identity memory of saccade targets
    I-Fan Lin, Andrei Goréa · 2010 · Vision Research
  35. Temporal order judgment in dyslexia—Task difficulty or temporal processing deficiency?
    BERNT CHRISTIAN SKOTTUN, John Robert Skoyles · 2010 · Neuropsychologia
  36. Emergent Collective Behavior in Multi-Agent Systems: An Evolutionary Perspective
    Darren Pais · 2013
  37. Ratio effect slope can sometimes be an appropriate metric of the approximate number system sensitivity
    Attila Krajcsi · 2020 · Attention Perception & Psychophysics
  38. Multisensory Integration for Self-Motion Perception
    Han Hou, Yong Gu · 2020 · Elsevier eBooks
  39. Fast visual adaptation to dim light in a cavity-nesting bird
    Sandra Chaib, Olle Lind, Almut Kelber · 2023 · Proceedings of the Royal Society B Biological Sciences
  40. Support for the Time-Varying Drift Rate Model of Perceptual Discrimination in Dynamic and Static Noise Using Bayesian Model-Fitting Methodology
    Jordan Deakin, Andrew J. Schofield, Dietmar G. Heinke · 2024 · Entropy
  41. Decision making and ambiguity in auditory stream segregation
    Susann Deike, Peter F. Heil, Martin Böckmann‐Barthel, André Brechmann · 2015 · Frontiers in Neuroscience
  42. Quantitative study of the somatosensory sensitization underlying cross-modal plasticity
    Kenta Abe, Hiromu Yawo · 2018 · PLoS ONE
  43. Comparison of magnitude-sensitive sequential sampling models in a simulation-based study
    Thomas Bose, Angelo Pirrone, Andreagiovanni Reina, James A. R. Marshall · 2019 · Journal of Mathematical Psychology
  44. The causal role of the prefrontal and superior medial frontal cortices in the incidental manipulation of decision strategies
    Hannah L. Filmer, Timothy Ballard, Koralalage Don Raveen Amarasekera, David K. Sewell, Paul Edmund Dux · 2022 · Neuropsychologia
  45. The effect of stimulus intensity on response time and accuracy in dynamic, temporally constrained environments
    Joe Causer, Allistair Paul McRobert, A. Mark Williams · 2012 · Scandinavian Journal of Medicine and Science in Sports
  46. Dyslexia and rapid visual processing: A commentary
    BERNT CHRISTIAN SKOTTUN, John Robert Skoyles · 2008 · Journal of Clinical and Experimental Neuropsychology
  47. Evaluating vehicle stability support systems by measuring, analyzing, and modeling driver behavior
    Gustav M. Markkula · 2013 · Chalmers Publication Library (Chalmers University of Technology)
  48. No cause for pause: new analyses of ramping and stepping dynamics in LIP (Rebuttal to Response to Reply to Comment on Latimer et al 2015)
    Kenneth W. Latimer, Alexander C. Huk, Jonathan W. Pillow · 2017 · bioRxiv (Cold Spring Harbor Laboratory)
  49. Happy Times: Measuring Happiness Using Response Times
    Shuo Liu, Nick Netzer · 2021 · SSRN Electronic Journal
  50. Time Course of Orientation Ensemble Representation in the Human Brain
    Xizi Gong, Tao He, Qian Wang, Junshi Lu, Fang Fang · 2025 · Journal of Neuroscience
  51. Transient photocurrents in a subthreshold evidence accumulator accelerate perceptual decisions
    Timothy L. H. Wong, Clifford B. Talbot, Gero Miesenböck · 2023 · Nature Communications
  52. Delayed Perceptual Awareness in Rapid Perceptual Decisions
    Regina Gregori Grgič, Monica Balderi, Claudio de’Sperati · 2011 · PLoS ONE
  53. Trans-saccadic processing of visual and motor planning during sequential eye movements
    Supriya Ray, Neha Bhutani, Vishal Kapoor, Aditya Murthy · 2011 · Experimental Brain Research
  54. The detection of the motion of contrast modulation: A parametric study
    Simon James Cropper, Jessica G. S. Kvansakul, Alan Johnston · 2009 · Attention Perception & Psychophysics
  55. A one-boundary drift-diffusion model for time to collision estimation in a simple driving task
    Asieh Daneshi, Hamed Azarnoush, Farzad Towhidkhah · 2019 · Journal of Cognitive Psychology
  56. Integrating Somatosensory Information Over Time
    Raúl Hernández-Pérez, Eduardo Rojas-Hortelano, Víctor de Lafuente · 2020 · Neuroscience
  57. Object recognition at the level of minimal images develops for up to seconds of presentation time
    Daniel Harari, Hanna Benoni, Shimon Ullman · 2020 · Journal of Vision
  58. Rule-based and stimulus-based cues bias auditory decisions via different computational and physiological mechanisms
    Nathan Tardiff, Lalitta Suriya-Arunroj, Yale E. Cohen, Joshua I. Gold · 2022 · PLoS Computational Biology
  59. The Encoding of Decision Difficulty and Movement Time in the Primate Premotor Cortex
    Marina Martínez-Garcia, Andrea Insabato, Mario Pannunzi, José L. Pardo‐Vázquez, Carlos Acuña, Gustavo Deco · 2015 · PLoS Computational Biology
  60. Perceptual and categorical decision making: goal-relevant representation of two domains at different levels of abstraction
    Swetha Shankar, Andrew S. Kayser · 2017 · Journal of Neurophysiology
  61. Not all observed actions are perceived equally
    Artem Platonov, Guy A. Orban · 2017 · Scientific Reports
  62. Effect of task difficulty on blood-oxygen-level-dependent signal: A functional magnetic resonance imaging study in a motion discrimination task
    Ren Na, Taiyong Bi, Bosco S. Tjan, Zili Liu, Fang Fang · 2018 · PLoS ONE
  63. Relating a Spiking Neural Network Model and the Diffusion Model of Decision-Making
    Akash Umakantha, Braden A. Purcell, Thomas J. Palmeri · 2022 · Computational Brain & Behavior
  64. Psychophysics and computational modeling of feature-continuous motion perception
    Felix M. Töpfer, Riccardo Barbieri, Charlie M. Sexton, Xinhao Wang, Joram Soch, Carsten Bogler, John­–Dylan Haynes · 2022 · Journal of Vision
  65. Perception modulates auditory cortex activation
    Stefan Pollmann, Marianne Maertens · 2006 · Neuroreport
  66. Temporal and Spatial Patterns in Perceptual Behavior: Implications for Dynamical Structure
    Deborah J. Aks · 2008 · Cambridge University Press eBooks
  67. A note on decomposition of sources of variability in perceptual decision-making
    Inhan Kang, Roger Ratcliff, Chelsea Voskuilen · 2020 · Journal of Mathematical Psychology
  68. Brain and Behavior in Decision-Making
    Peter Cassey, Andrew Heathcote, Scott D. Brown · 2014 · PsycEXTRA Dataset
  69. Temporal expectation hastens decision onset but does not affect evidence quality
    Ruud L. van den Brink, Peter R. Murphy, Kobe Desender, Nicole de Ru, Sander Nieuwenhuis · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
  70. Overcoming indecision by changing the decision boundary
    Gaurav Malhotra, David Leslie, Casimir J. H. Ludwig, Rafał Bogacz · 2017
  71. Human Exploration Strategically Balances Approaching and Avoiding Uncertainty
    Yaniv Abir, Michael Neil Shadlen, Daphna Shohamy A · 2024 · eLife
  72. Normative evidence weighing and accumulation in correlated environments
    Nathan Tardiff, Jiwon Kang, Joshua I. Gold · 2024 · eLife
  73. How does V1 population activity inform perceptual certainty?
    Zoe M. Boundy-Singer, Corey M. Ziemba, Olivier J. Hénaff, Robbe L. T. Goris · 2024 · Journal of Vision
  74. RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
    Sixuan Chen, Ivan Felipe Rodriguez, Sixuan Chen, Kohitij Kar, Takeo Watanabe, Thomas Serre · 2024 · neural information processing systems
  75. Errors, fast and slow
    Carlos Alós‐Ferrer, Michele Garagnani · 2025 · Cognitive Psychology
  76. The random dot tachistogram: a novel task that elucidates the functional architecture of decision
    Wilfried Genest, Robert Hammond, Roger H. S. Carpenter · 2016 · Scientific Reports
  77. Sex-specific speed–accuracy trade-offs shape neural processing of acoustic signals in a grasshopper
    Jan Clemens, Bernhard Ronacher, Michael S. Reichert · 2021 · Proceedings of the Royal Society B Biological Sciences
  78. Drift–diffusion modeling reveals that masked faces are preconceived as unfriendly
    Martijn Mulder, Franziska Prummer, David Terburg, J. Leon Kenemans · 2023 · Scientific Reports
  79. Combining choice and response time data to analyse the ride-acceptance behavior of ride-sourcing drivers
    Mana Meskar, Rico Krueger, Filipe Rodrigues, Shirin Aslani, Mohammad Modarres · 2024 · Transportation Research Part C Emerging Technologies
  80. Reasoning Goals and Representational Decisions in Computational Cognitive Neuroscience: Lessons From the Drift Diffusion Model
    Ari Khoudary, Megan A. K. Peters, Aaron M. Bornstein · 2025 · European Journal of Neuroscience
  81. Spatiotemporal integration of isolated binocular three-dimensional motion cues
    Jake Alden Whritner, Thaddeus B. Czuba, Lawrence K. Cormack, Alexander C. Huk · 2021 · Journal of Vision
  82. Background music changes the policy of human decision-making: Evidence from experimental and drift-diffusion model-based approaches on different decision tasks.
    Agustín Pérez Santángelo, Casimir J. H. Ludwig, Joaquín Navajas, Mariano Sigman, María Juliana Leone · 2022 · Journal of Experimental Psychology General
  83. The Müller-Lyer line-length task interpreted as a conflict paradigm: A chronometric study and a diffusion account
    Wolf Schwarz, Dennis Reike · 2020 · Attention Perception & Psychophysics
  84. Saccade Target Selection Relies on Feedback Competitive Signal Integration
    Joke P. Kalisvaart, A. J. Noest, Albert V. van den Berg, Jeroen Goossens · 2013 · Journal of Neuroscience
  85. Speed and accuracy in a visual motion discrimination task as performed by rats
    Pamela Reinagel, Emily A. Mankin, Adam J. Calhoun · 2012 · arXiv (Cornell University)
  86. Perceptual Decision-Making
    Christopher K. Hauser, Emilio Salinas · 2015 · Encyclopedia of Computational Neuroscience
  87. Towards an optimal decision strategy of visual search
    Bo Chen, Pietro Perona · 2014 · arXiv (Cornell University)
  88. Information foraging for perceptual decisions
    Casimir J. H. Ludwig, David R. Evens · 2016
  89. Conflict tasks and the diffusion framework: Insight in model constraints based on psychological laws
    Mathieu Servant, Anna Montagnini, Borı́s Burle · 2013 · PsycEXTRA Dataset
  90. Human exploration strategically balances approaching and avoiding uncertainty
    Yaniv Abir, Michael Neil Shadlen, Daphna Shohamy A · 2024 · eLife
  91. Flexibility in choosing decision policies in gathering discrete evidence over time
    Masoumeh Golmohamadian, Mehrbod Faraji, Fatemeh Fallah, Fatemeh Sharifizadeh, Reza Ebrahimpour · 2025 · PLoS ONE
  92. Sensitivity to contamination of food odours depends on hunger and attention
    Leonie Seidel, Konstantina Kilteni, Johan N. Lundström, Janina Seubert · 2025 · Brain Research
  93. The Combined Effect of Visual Stimulus Complexity and Semantic Content on Audiovisual Associative Equivalence Learning
    Kálmán Tót, Noémi Harcsa‐Pintér, Adél Papp, Balázs Bodosi, Attila Nagy, Gabriella Eördegh · 2025 · Brain and Behavior
  94. Behavioral and cognitive neuroscience findings regarding assumptions of the evidence accumulation model
    Yikang Liu, Chuanpeng Hu · 2023 · Chinese Science Bulletin (Chinese Version)
  95. Differential formation of motor cortical dynamics during movement preparation according to the predictability of go timing
    Soyoung Chae, Jeong-Woo Sohn, Sung-Phil Kim · 2024 · Journal of Neuroscience
  96. Impact of visual stimulus complexity on associative learning and associated reaction times in migraine patients
    Kálmán Tót, Gabriella Eördegh, Noémi Harcsa‐Pintér, Adél Papp, Balázs Bodosi, Gábor Braunitzer, János Tajti, Anett Csáti, Attila Nagy · 2025 · Scientific Reports
  97. Decomposing the Response Time in Amblyopia: A Drift Diffusion Model Analysis
    Xiaowei Ruan, Liang Lin, Xiaoxiao Ying, Hanyi Zhang, Junli Yuan, Cheng Li, Yan Yang, Jinli Zhu, Ruyin Chen, Fang Hou · 2023 · Investigative Ophthalmology & Visual Science
  98. Characterizing Human Perception of Speed Differences in Walking: Insights From a Drift Diffusion Model
    Marcela Gonzalez-Rubio, Gelsy Torres‐Oviedo, Pablo A. Iturralde · 2025 · eNeuro
  99. Audiovisual detection at different intensities and delays
    Chandramouli Chandrasekaran, Steven P. Blurton, Matthias Gondan · 2019 · Journal of Mathematical Psychology
  100. Second Guessing in Perceptual Decision-Making
    Charlotte S. McLean, Bowen Ouyang, Jochen Ditterich · 2020 · Journal of Neuroscience